Career
Your career compounds through one loop — do the work, ask what's needed, deliver, ask again — and the loop returns to step 4, never step 1.
Eight skill domains across five levels, the trust-compounding loop that drives promotion, and the AI-era bet on judgment over headcount.
Ask → Suggest → Just-Do-It
The loop returns to step 4, not step 1. Steps 1–3 happen once; then you cycle step 4 ↔ step 5 — “what else?” — you never restart from scratch.
Ethan Evans (Lenny's) · the return arrow lands on step 4
Above the fold
The three career moves that matter most.
Coach to the gap, not the title.
Eight domains, five levels — a strong APM can out-execute a weak Director on any single row. Level the person against the specific skill, not the label.
Run the Magic Loop.
Do the work, ask what's needed, deliver, report + ask again. Trust compounds Ask → Suggest → Just-Do-It — and it tracks this manager, not your seniority.
Bet your ladder on judgment.
As AI collapses build cost, the durable premium is deciding what's worth building — problem selection, taste, eval ownership — not coordinating who builds it.
Skills matrix · 8 domains × 5 levels
Coach to the gap, not the title.
A strong APM can out-execute a weak Director on any single row. Read down a column for the level, across a row for the growth path.
| Skill | APM | PM | Senior PM | Director | VP / CPO |
|---|---|---|---|---|---|
| Customer | run interviews | design research programs | train teams on discovery | org-wide research culture | set customer-centric vision |
| Data / analytics | query + analyze | own metrics frameworks | North Star + experiments | data-infra strategy | data for board decisions |
| Strategy | grasp team strategy | own feature strategy | own product strategy | own portfolio strategy | own company product strategy |
| Execution | tickets + backlog | own delivery end-to-end | optimize team process | scale delivery across teams | transform org delivery |
| Leadership | influence via analysis | influence via vision | mentor PMs, lead by example | build + manage PM teams | shape product culture |
| Business | unit economics | build business cases | own area P&L | portfolio economics | company financial strategy |
| Technical | architecture basics | informed tradeoffs | guide tech strategy | set portfolio direction | align product + eng orgs |
| Communication | clear writing | stakeholder mgmt | exec comms | board presentations | industry thought leadership |
Magic Loop · Ethan Evans (Lenny's)
Trust compounds — and the ladder is with this manager.
As trust compounds, your mode shifts Ask → Suggest → Just-Do-It. That ladder tracks growing trust with this manager, not seniority — a freshly-hired Senior PM still starts at Ask.
Ask
Ask your manager what they need before acting. Where every new relationship starts.
Suggest
Propose what's worth doing; you've earned the right to shape the “what.”
Just-Do-It
Skip step 2 once a manager trusts your judgment — act, then report.
Promotion is a trailing indicator of value already delivered (paraphrase) — you cycle “what else?” back to step 4, you don't restart from scratch.
Calibration trap · reciprocity is the contract
If a manager takes the work and gives nothing back, exit — reciprocity is the contract, not optional. Autonomy is earned with a person; a title doesn't buy it, and a new VP restarts at Ask.
Super-IC · the great flattening Directional · 2025–26
Bet your ladder on judgment, not headcount.
As AI collapses build cost, one AI-amplified “super-IC” can match a small team's output and org layers thin. Bet your ladder on judgment and leverage — problem selection, taste, eval ownership — over headcount managed.
The durable premium is deciding what's worth building, not coordinating who builds it.